% Key papers for Blind super-resolution (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2019_blind_13901,
  title = {{Blind Super-Resolution With Iterative Kernel Correction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_deep_14032,
  title = {{Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_unsupervised_18081,
  title = {{Unsupervised Degradation Representation Learning for Blind Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2019_blind_57958,
  title = {{Blind Super-Resolution Kernel Estimation using an Internal-GAN}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13214},
}

@inproceedings{cvpr2021_flow_17029,
  title = {{Flow-Based Kernel Prior With Application to Blind Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2020_unfolding_61044,
  title = {{Unfolding the Alternating Optimization for Blind Super Resolution}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/16900},
}

@inproceedings{cvpr2022_deep_18608,
  title = {{Deep Constrained Least Squares for Blind Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_koalanet_17224,
  title = {{KOALAnet: Blind Super-Resolution Using Kernel-Oriented Adaptive Local Adjustment}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2020_correction_15291,
  title = {{Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2022_blind_18371,
  title = {{Blind Image Super-Resolution With Elaborate Degradation Modeling on Noise and Kernel}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_learning_17333,
  title = {{Learning the Non-Differentiable Optimization for Blind Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2024_a_22647,
  title = {{A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31626},
}

@inproceedings{cvpr2022_learning_19242,
  title = {{Learning the Degradation Distribution for Blind Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_cdformer_22905,
  title = {{CDFormer: When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30589},
}

@inproceedings{cvpr2023_better_20458,
  title = {{Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22845},
}

@inproceedings{aaai2020_image_103746,
  title = {{Image Formation Model Guided Deep Image Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6853},
}

@inproceedings{cvpr2025_dornet_25834,
  title = {{DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35159},
}

@inproceedings{iclr2023_knowledge_32302,
  title = {{Knowledge Distillation based Degradation Estimation for Blind Super-Resolution}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/12136},
}

@inproceedings{cvpr2024_navigating_24256,
  title = {{Navigating Beyond Dropout: An Intriguing Solution towards Generalizable Image Super Resolution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29943},
}

@inproceedings{neurips2021_spectrum_61495,
  title = {{Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28426},
}

@inproceedings{aaai2025_unsupervised_11181,
  title = {{Unsupervised Degradation Representation Aware Transform for Real-World Blind Image Super-Resolution}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32216},
}

@inproceedings{iclr2026_kernelfusion_89208,
  title = {{KernelFusion: Zero-Shot Blind Super-Resolution via Patch Diffusion}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=wED9O48qmH},
}